Generative Retrieval on Amazon Beauty
0.447L_reconMMQ
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| MMQ2025.08 | 0.447 | 4.4206 | 100 | 4.55 | 6.75 | 2.96 | 3.84 | |
| MA-RQ-VAEAlignment Strategy=Modality-Aligned2025.08 | 0.6028 | 3.4904 | 99 | 3.43 | 4.77 | 2.36 | 2.92 | |
| MA-RQ-kmeansAlignment Strategy=Modality-Aligned2025.08 | 0.624 | 1.71 | 100 | 3.44 | 4.67 | 2.42 | 2.94 | |
| MA-OPQAlignment Strategy=Modality-Aligned2025.08 | 0.9647 | 3.398 | 96 | 3.24 | 4.07 | 2.18 | 2.5 | |
| MS-OPQAlignment Strategy=Modality-Separated2025.08 | 0.9801 | 3.3308 | 95 | 4.11 | 5.17 | 2.8 | 3.22 | |
| MS-RQ-VAEAlignment Strategy=Modality-Separated2025.08 | 1.1001 | 3.8375 | 100 | 2.74 | 3.99 | 1.88 | 2.41 | |
| MS-RQ-kmeansAlignment Strategy=Modality-Separated2025.08 | 1.1547 | 4.1603 | 100 | 4.13 | 5.49 | 2.93 | 3.49 |